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Figure 6 | EPJ Data Science

Figure 6

From: Success in books: predicting book sales before publication

Figure 6

Learning to Place flowchart explanation. Training Phase: create pairwise feature concatenation for all book pairs in training set and train the Random Forest Classifier on the pairwise preferences. Testing Phase: (a) Predict pairwise preferences between new book and all book in the training set using the trained Random Forest Classifier. (b) Place new book in the given sequence of books from the training set ranked by sales. To obtain predicted sale for the new book, we simply take the highest voted interval and take the average of this interval as the predicted sale for the new book

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